pandas checking for null values code example
Example 1: python count null values in dataframe
# Count total missing values in a dataframe
df.isnull().sum().sum()
# Gives a integer value
Example 2: to detect if a data frame has nan values
df.isnull().sum().sum()
5
Example 3: check for missing values by column in pandas
df.isna().any()